[MLPerf] Add DLRM-DCNv2 #846
Workflow file for this run
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| name: Tests | |
| on: | |
| push: | |
| pull_request: | |
| workflow_call: | |
| release: | |
| types: [created] | |
| permissions: | |
| contents: read | |
| jobs: | |
| run_tests: | |
| name: Test the code | |
| strategy: | |
| fail-fast: false | |
| matrix: | |
| backend: [tensorflow, jax, torch] | |
| runs-on: ubuntu-latest | |
| env: | |
| KERAS_BACKEND: ${{ matrix.backend }} | |
| steps: | |
| - uses: actions/checkout@v4 | |
| - name: Set up Python 3.11 | |
| uses: actions/setup-python@v5 | |
| with: | |
| python-version: "3.11" | |
| - name: Get pip cache dir | |
| id: pip-cache | |
| run: | | |
| python -m pip install --upgrade pip setuptools | |
| echo "dir=$(pip cache dir)" >> $GITHUB_OUTPUT | |
| - name: pip cache | |
| uses: actions/cache@v4 | |
| with: | |
| path: ${{ steps.pip-cache.outputs.dir }} | |
| key: ${{ runner.os }}-pip-${{ hashFiles('pyproject.toml') }} | |
| restore-keys: | | |
| ${{ runner.os }}-pip- | |
| - name: Install dependencies | |
| run: | | |
| pip install -r requirements.txt --progress-bar off | |
| pip install --no-deps -e "." --progress-bar off | |
| - name: Test with pytest | |
| run: | | |
| pytest keras_rs/ | |
| run_tests_in_container: | |
| name: Test the code on TPU | |
| runs-on: linux-x86-ct6e-44-1tpu | |
| strategy: | |
| fail-fast: false | |
| matrix: | |
| backend: [tensorflow, jax] | |
| container: | |
| image: python:3.11-slim | |
| options: --privileged --network host | |
| steps: | |
| - name: Checkout repository | |
| uses: actions/checkout@v4 | |
| - name: Install Dependencies | |
| run: | | |
| pip install --no-cache-dir -U pip && \ | |
| pip install --no-cache-dir -r requirements-${{ matrix.backend }}-tpu.txt | |
| - name: Set Keras Backend | |
| run: | | |
| echo "KERAS_BACKEND=${{ matrix.backend }}" >> $GITHUB_ENV | |
| echo "TPU_NAME=local" >> $GITHUB_ENV | |
| - name: Set TF Specific Environment Variables | |
| if: ${{ matrix.backend == 'tensorflow'}} | |
| run: | | |
| echo "PJRT_DEVICE=TPU" >> $GITHUB_ENV | |
| echo "NEXT_PLUGGABLE_DEVICE_USE_C_API=true" >> $GITHUB_ENV | |
| echo "TF_XLA_FLAGS=--tf_mlir_enable_mlir_bridge=true" >> $GITHUB_ENV | |
| pip show libtpu | grep "^Location: " | sed "s/^Location: \(.*\)$/TF_PLUGGABLE_DEVICE_LIBRARY_PATH=\1\/libtpu\/libtpu.so/1" >> $GITHUB_ENV | |
| - name: Verify TF Installation | |
| if: ${{ matrix.backend == 'tensorflow'}} | |
| run: python3 -c "import tensorflow as tf; print('Tensorflow devices:', tf.config.list_logical_devices())" | |
| - name: Verify JAX Installation | |
| if: ${{ matrix.backend == 'jax'}} | |
| run: python3 -c "import jax; print('JAX devices:', jax.devices())" | |
| - name: Test with pytest | |
| run: pytest keras_rs/src/layers/embedding/distributed_embedding_test.py | |
| check_format: | |
| name: Check the code format | |
| runs-on: ubuntu-latest | |
| steps: | |
| - uses: actions/checkout@v4 | |
| - name: Set up Python 3.11 | |
| uses: actions/setup-python@v5 | |
| with: | |
| python-version: "3.11" | |
| - name: Get pip cache dir | |
| id: pip-cache | |
| run: | | |
| python -m pip install --upgrade pip setuptools | |
| echo "dir=$(pip cache dir)" >> $GITHUB_OUTPUT | |
| - name: pip cache | |
| uses: actions/cache@v4 | |
| with: | |
| path: ${{ steps.pip-cache.outputs.dir }} | |
| key: ${{ runner.os }}-pip-${{ hashFiles('pyproject.toml') }} | |
| restore-keys: | | |
| ${{ runner.os }}-pip- | |
| - name: Install dependencies | |
| run: | | |
| pip install -r requirements.txt --progress-bar off | |
| pip install --no-deps -e "." --progress-bar off | |
| - name: Install pre-commit | |
| run: pip install pre-commit && pre-commit install | |
| - name: Run pre-commit | |
| run: pre-commit run --all-files --hook-stage manual |